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Named Entity Recognition

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TitleStatusHype
Retrieval Augmented Instruction Tuning for Open NER with Large Language ModelsCode1
Transformer-based Named Entity Recognition with Combined Data Representation—0
In-Context Learning on a Budget: A Case Study in Token Classification—0
Medical Spoken Named Entity Recognition—0
Composited-Nested-Learning with Data Augmentation for Nested Named Entity Recognition—0
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
Augmenting Biomedical Named Entity Recognition with General-domain ResourcesCode0
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks—0
Improving Autoregressive Training with Dynamic Oracles—0
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based SegmentationCode1
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
DeviceBERT: Applied Transfer Learning With Targeted Annotations and Vocabulary Enrichment to Identify Medical Device and Component Terminology in FDA Recall Summaries—0
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition—0
llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models—0
Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks—0
Synergizing Unsupervised and Supervised Learning: A Hybrid Approach for Accurate Natural Language Task Modeling—0
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity RecognitionCode1
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models—0
C^3Bench: A Comprehensive Classical Chinese Understanding Benchmark for Large Language ModelsCode0
Exploring Alignment in Shared Cross-lingual SpacesCode0
CPE-Identifier: Automated CPE identification and CVE summaries annotation with Deep Learning and NLP—0
CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English—0
MSNER: A Multilingual Speech Dataset for Named Entity Recognition—0
CoNECo: A corpus for named entity recognition and normalization of protein complexes—0
Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark—0
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